2020
DOI: 10.3390/joitmc6020033
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An Endogenous Approach to the Cyclicality of R&D Investment under Credit Constraints: Firms’ Cash Flow Matters!

Abstract: This paper examines the sensitivity of firms’ R&D expenditures to being externally financial constrained to undertake innovation projects, considering that being constrained is endogenous. It focuses on devising a model that enable us to explore the combined impact of liquidity constraints, demand shocks, and credit cycle on the cyclically of R&D, controlling by the firms characteristics. The methodology proposed consists of jointly estimating three interrelated equations with mixed distributions of de… Show more

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Cited by 10 publications
(9 citation statements)
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References 77 publications
(113 reference statements)
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“…GSEM can handle the endogeneity problem by including common unobserved components into the model. GSEM is popularly used by researchers to control for the probable endogeneity problem in the existing works (Kadoya et al, 2018;Laborda et al, 2020;Khan et al, 2021;Maji and Laha, 2022). If the outcomes, i.e.…”
Section: Methodsmentioning
confidence: 99%
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“…GSEM can handle the endogeneity problem by including common unobserved components into the model. GSEM is popularly used by researchers to control for the probable endogeneity problem in the existing works (Kadoya et al, 2018;Laborda et al, 2020;Khan et al, 2021;Maji and Laha, 2022). If the outcomes, i.e.…”
Section: Methodsmentioning
confidence: 99%
“…If the outcomes, i.e. signs and significances of the coefficients under Tobit and GSEM come out to be similar, the possibility of an endogeneity problem can be ruled out (Laborda et al, 2020;Khan et al, 2021).…”
Section: Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…In fact, in times of recession, R&D investment behaves counter-cyclically in these firms. Similarly, Laborda et al (2020) find that the effect of the business cycle on the perception of external financial constraints is subject to the availability of internal funds in each firm. The sensitivity of firms' R&D expending is procyclical in firms with high cash flows and countercyclical in firms with low cash flows.…”
Section: Related Literaturementioning
confidence: 92%
“…According to Ogawa (2007), in cases of firms which already have outstanding debt, new issues can bring pressure and a negative impact on investment due to paying a finance premium that discourages new investments; outstanding debt and new debt increase the probability of bankruptcy, or at least financial distress, which managers tend to avoid. Laborda et al (2020) add that companies need to control cash flows to avoid financial constraints in order to increase leverage and optimize debt costs. Moreover, countries with higher levels of common trust have more R&D expenditure to promote innovation, and this trust could diminish information asymmetries, inferior monitoring, and transaction costs that increases investors' risk-taking (Meng et al, 2020).…”
Section: Literature Reviewmentioning
confidence: 99%